Table 4.
Categorical Moderators | OR | d | 95% CI | k | Qbetween | Qwithin |
---|---|---|---|---|---|---|
Age Group (in years) | 184@ | 122.54** | 231.75* | |||
12 | 2.37 | 0.48 | [1.68, 3.37] | 2 | 0.38 | |
13–15 | 3.02 | 0.61 | [2.76, 3.30] | 24 | 43.13* | |
16–19 | 2.69 | 0.55 | [2.39, 3.03] | 17 | 14.54 | |
20–29 | 1.93 | 0.36 | [1.76, 2.12] | 26 | 23.43 | |
30–39 | 1.83 | 0.33 | [1.65, 2.03] | 20 | 15.89 | |
40–49 | 1.71 | 0.30 | [1.56, 1.87] | 29 | 28.04 | |
50–59 | 1.80 | 0.32 | [1.63, 2.00] | 25 | 17.85 | |
60–69 | 1.79 | 0.32 | [1.56, 2.06] | 18 | 18.21 | |
70+ | 2.02 | 0.39 | [1.75, 2.33] | 23 | 70.28* | |
Age group (in years) | 324@ | 117.90** | 319.00 | |||
8–12 | 1.18 | 0.09 | [0.00, 0.17] | 13 | 17.52 | |
13–15 | 1.89 | 0.35 | [0.32, 0.39] | 53 | 51.19 | |
16–19 | 2.10 | 0.41 | [0.37, 0.44] | 66 | 84.60* | |
20–29 | 1.72 | 0.30 | [0.23, 0.37] | 19 | 9.44 | |
30–39 | 1.52 | 0.23 | [0.17, 0.29] | 21 | 6.16 | |
40–49 | 1.46 | 0.21 | [0.15, 0.26] | 24 | 8.27 | |
50–59 | 1.41 | 0.19 | [0.14, 0.25] | 29 | 24.59 | |
60–69 | 1.57 | 0.25 | [0.21, 0.29] | 44 | 66.89* | |
70–79 | 1.52 | 0.23 | [0.18, 0.28] | 29 | 29.55 | |
80+ | 1.46 | 0.21 | [0.15, 0.26] | 26 | 20.80 | |
GDP | 300 | 4.13* | 316.25 | |||
High-income | 2.00 | 0.38 | [1.91, 2.09] | 223 | 238.33 | |
Low- to middle- income | 1.82 | 0.33 | [1.69, 1.97] | 77 | 77.92 | |
GDP | 413 | 1.66 | 405.53 | |||
High-income | 1.60 | 0.26 | [0.25, 0.28] | 330 | 351.71 | |
Low- to middle- income | 1.69 | 0.29 | [0.26, 0.33] | 83 | 53.82 | |
Ethnicity (U.S.) | 89 | 2.24 | 88.34 | |||
Mixed | 2.20 | 0.43 | [2.05, 2.36] | 81 | 85.40 | |
African Americans | 1.74 | 0.31 | [1.23, 2.46] | 4 | 2.71 | |
European Americans | 2.23 | 0.44 | [1.45, 3.43] | 2 | 0.04 | |
Hispanic Americans | 1.95 | 0.37 | [1.24, 3.07] | 2 | 0.18 | |
Native Americans | 1.86 | 0.34 | [1.05, 3.30] | 2 | 0.02 | |
Ethnicity (U.S.) | 87 | 5.24 | 85.92 | |||
Mixed | 1.52 | 0.23 | [0.21, 0.26] | 66 | 75.20 | |
African Americans | 1.57 | 0.13 | [0.04, 0.22] | 7 | 2.59 | |
European Americans | 1.39 | 0.18 | [0.09, 0.27] | 6 | 1.69 | |
Hispanic Americans | 1.49 | 0.22 | [0.13, 0.31] | 8 | 6.44 | |
Data Source | 300 | 111.54** | 316.34 | |||
Unpublished data | 1.83 | 0.33 | [1.74, 1.93] | 167 | ||
Published data | 2.09 | 0.41 | [1.98, 2.20] | 133 | ||
Data Source | 413 | 1.21 | 405.99 | |||
Unpublished data | 1.63 | 0.27 | [0.26, 0.29] | 357 | 367.42 | |
Published data | 1.57 | 0.25 | [0.20, 0.29] | 56 | 38.56 | |
Focus of article | 300 | 15.31** | 319.19 | |||
Depression | 1.86 | 0.34 | [1.77, 1.94] | 210 | 219.21 | |
Other | 2.21 | 0.44 | [2.05, 2.38] | 62 | 91.28* | |
Gender | 2.04 | 0.39 | [1.80, 2.32] | 28 | 8.69 | |
Focus of article | 413 | 2.37 | 405.52 | |||
Depression | 1.60 | 0.26 | [0.24, 0.28] | 233 | 167.47 | |
Other | 1.69 | 0.29 | [0.24, 0.33] | 61 | 685.28* | |
Gender | 1.66 | 0.28 | [0.25, 0.31] | 119 | 152.77* | |
Diagnostic Interview | 300 | 0.85 | 316.59 | |||
WMH-CIDI | 1.99 | 0.38 | [1.88, 2.11] | 135 | 181.95* | |
Other | 1.92 | 0.36 | [1.82, 2.02] | 165 | 134.65 | |
Symptom Measure | 413 | 18.26** | 406.14 | |||
CES-D | 2.48 | 0.25 | [0.23, 0.28] | 198 | 158.23 | |
BDI | 1.44 | 0.20 | [0.15, 0.25] | 49 | 23.28 | |
Other | 1.75 | 0.31 | [0.28, 0.33] | 166 | 224.63 | |
Manual for Major Depression | 300 | 2.42 | 315.51 | |||
DSM-IV/ DSM-IV-TR | 1.97 | 0.37 | [1.89, 2.05] | 265 | 282.46 | |
DSM-III/ DSM- III-R | 1.97 | 0.37 | [1.69, 2.30] | 18 | 4.89 | |
ICD-10 | 1.73 | 0.30 | [1.47, 2.03] | 17 | 28.16* | |
Type for Major Depression | 300 | 0.82 | 313.80 | |||
Depressive Episode | 1.93 | 0.36 | [1.85, 2.02] | 215 | 251.50* | |
Major Depressive Disorder | 2.01 | 0.38 | [1.87, 2.17] | 85 | 62.30 | |
Time span for Major Depression | 299 | 2.96 | 313.99 | |||
12 months | 1.96 | 0.37 | [1.88, 2.04] | 263 | 298.14+ | |
Lifetime | 1.98 | 0.38 | [1.72, 2.28] | 23 | 9.78 | |
6 months | 2.01 | 0.38 | [1.63, 2.47] | 9 | 5.16 | |
1 month | 1.49 | 0.22 | [1.09, 2.04] | 4 | 0.91 |
Note. OR = weighted mean effect size. d = weighted mean effect size. 95% CI = 95% confidence interval for d. k = number of effect sizes for moderator or category in each moderator. Qbetween = Significant values indicate that there is significant variability accounted for by the moderator. Qwithin = Significant values indicate that studies are still heterogeneous after accounting for the moderator variable. MDE = major depressive episode (also includes ICD-10 depressive episode).
p <.10.
p <.05.
p <.001.
= To more sensitively test developmental effects, lifetime depression was excluded for major depression diagnoses and samples with large age ranges (e.g., 18–64) were excluded for both meta-analyses.